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21. Machine-Learning-Tools-Appendix-C (xls file)
    effectivehealthcare.ahrq.gov/sites/default/files/related_files/machine-learning-tools-appendix-c.xlsx
    January 01, 2024 - citations eligibility rating 5-star rating system for each record (≤2.5 for exclusion of a record) early … , but it was not much reliable for fnding eligible records. … citations eligibility rating 5-star rating system for each record (≤2.5 for exclusion of a record) early … citations eligibility rating 5-star rating system for each record (≤2.5 for exclusion of a record) early … citations eligibility rating 5-star rating system for each record (≤2.5 for exclusion of a record) early

22. Disposition of Comments for Technical Brief 20 Core Functionality in Pediatric Electronic Health Records (pdf file)
    effectivehealthcare.ahrq.gov/sites/default/files/related_files/pediatric-ehr_disposition-comments.pdf
    May 01, 2015 - Core Functionality in Pediatric Electronic Health Records. Technical Brief No. 20. … Peer Reviewer #1 Findings "record systems" needs to be "medical record systems". … or genetic records. … (both prenatal and delivery) to the infant’s inpatient record to the infant’s outpatient record along … at the abstract stage since 2770 records were excluded in this step.

23. AHRQ Slide Template 2009 (ppt file)
    effectivehealthcare.ahrq.gov/sites/default/files/data-extraction.ppt
    January 01, 2009 - It may be useful to record different definitions of “outcome” and consult with content experts before … Other times, one has to record other statistics, including means and standard deviations, p-values or … These tables would record numerical information. Reference: Trikalinos TA, Ip S, Raman G, et al. … Results (Nonquantitative) Results (Nonquantitative) These tables would record additional information … There is no single correct way to record extracted data.

24. Translation of a C. difficile Treatment Clinical Pathway Into Machine-Readable Clinical Decision Support Artifacts Prototyped for Electronic Health Record Implementation (pdf file)
    effectivehealthcare.ahrq.gov/sites/default/files/pdf/methods-report-translation-c-diff-treatment-clinical-pathway.pdf
    November 01, 2019 - Pathway Into Machine-Readable Clinical Decision Support Artifacts Prototyped for Electronic Health Record … Pathway Into Machine-Readable Clinical Decision Support Artifacts Prototyped for Electronic Health Record … Pathway Into Machine-Readable Clinical Decision Support Artifacts Prototyped for Electronic Health Record … Electronic health record-based decision support to improve asthma care: a cluster-randomized trial. … SMART on FHIR: a standards-based, interoperable apps platform for electronic health records.

25. Translation of a C. difficile Treatment Clinical Pathway Into Machine-Readable Clinical Decision Support Artifacts Prototyped for Electronic Health Record Integration | Effective Health Care (EHC) Program
    effectivehealthcare.ahrq.gov/products/translation-c-diff-treatment/methods-report

26. Computerized Definitions Showed High Positive Predictive Values for Identifying Reasons for Hospitalizations in a Medicaid Population with Rheumatoid Arthritis (pdf file)
    effectivehealthcare.ahrq.gov/sites/default/files/pdf/rheumatoid-arthritis-hospitalizations_research.pdf
    October 01, 2008 - Results: From 2667 hospitalizations, 336 (13%) records were selected for review. … We restricted our study to hospitalization records, because outpatient records were not available for … than nosocomial events.7 A computer-generated random number was assigned to each hospitalization record … Then, records for review were selected according to this sorted list. … However, the number of records reviewed was small.

27. Machine-Learning-Tools-Appendix-D (xls file)
    effectivehealthcare.ahrq.gov/sites/default/files/related_files/machine-learning-tools-appendix-d.xlsx
    January 01, 2024 - NA xml data elements Human extraction NA 120 RCTs (abstracts and results sections) and 699 total records … NA xml data elements Human extraction NA 121 RCTs (abstracts and results sections) and 699 total records … NA xml data elements Human extraction NA 122 RCTs (abstracts and results sections) and 699 total records … NA xml data elements Human extraction NA 123 RCTs (abstracts and results sections) and 699 total records … NA xml data elements Human extraction NA 124 RCTs (abstracts and results sections) and 699 total records

28. S96 (pdf file)
    effectivehealthcare.ahrq.gov/sites/default/files/s96.pdf
    October 01, 2007 - NEISS-CADES is a nationally representative surveillance system that identifies ADEs using ED clinical records … completeness, and other system attributes showed that NEISS- CADES data accurately reflected clinical records … Abstractors are instructed to focus on the physician diagnosis section of the clinical records. … and ADE surveil- lance, independently examined all ED medical records from randomly selected days to … determine which ED records met the NEISS-CADES case definition.

29. White Paper_Supplementing Systematic Review Findings With Healthcare System Data: Pilot Projects From the Agency for Healthcare Research and Quality Evidence-based Practice Center Program (pdf file)
    effectivehealthcare.ahrq.gov/sites/default/files/related_files/pilot-projects-supplementing-white-paper.pdf
    December 01, 2024 - Key Findings • While analyses of electronic health record (EHR) data may fill clinical evidence gaps … systematic review conducted by their center and identified an evidence gap that electronic health record … While not collected for research purposes, electronic health record (EHR) data have the potential to … Possible Sources of Bias in Primary Care Electronic Health Record Data Use and Reuse. … Using electronic health record data for clinical research: a quick guide.

30. Hesse (pdf file)
    effectivehealthcare.ahrq.gov/sites/default/files/hesse.pdf
    January 01, 2010 - Polling, and Social Media (1) • Necessary Conditions o Independence of opinion o Method to poll/record … Sharing  Medical Data for Personal Action and Quality Improvement (2) • Benefits o “Many eyes”  on record

31. Assessing the Validity of Administrative Data Using Clinical Medical Records | Effective Health Care (EHC) Program
    effectivehealthcare.ahrq.gov/products/administrative-data-validity/research

32. Systematic Review Search Strategy Development Tools: A Practical Guide for Expert Searchers (pdf file)
    effectivehealthcare.ahrq.gov/sites/default/files/related_files/search-strategy-white-paper.pdf
    February 01, 2025 - (e.g., the entire record, title, subject terms) • What methods users can use to analyze the records … No field searching, not linked to PubMed record. … (more records better than fewer). … Please note: does not link to PubMed record. … The tool builds a term frequency table based on the PubMed records.

33. Transparency of Reporting Requirements: Management of Infertility (pdf file)
    effectivehealthcare.ahrq.gov/sites/default/files/pdf/transparency-infertility_research-protocol.pdf
    September 02, 2016 - First, we will determine whether all studies included in the Infertility review have a matching record … The goal of this match is to determine if all eligible studies have a matching record in CT.gov. … Second, for eligible studies with a CT.gov record, we will abstract selected variables from the CT.gov … record to determine whether key study design variables match information in the published manuscript … *: Author Last name, Publication Date (Month/Year), RefID CT.gov Identifier: NCT number CT.Gov Record

34. Implementing Evidence-Based Screening and Counseling for Unhealthy Alcohol-Use With Epic-Based Electronic Health Record Tools: A Guide for Clinics and Health Systems Developed as Part of a Pilot Dissemination Project (pdf file)
    effectivehealthcare.ahrq.gov/sites/default/files/implementation-package-unhealthy-alcohol-use-final.pdf
    September 01, 2018 - Evidence-Based Screening and Counseling for Unhealthy Alcohol-Use With Epic-Based Electronic Health Record … Evidence-Based Screening and Counseling for Unhealthy Alcohol Use With Epic- Based Electronic Health Record … Evidence-Based Screening and Counseling for Unhealthy Alcohol Use With Epic- Based Electronic Health Record … one team at a single clinic, in an academic health care system, using Epic electronic health care records … , referrals, document the assessment, or record a follow-up timeframe.

35. Transparency of Reporting Requirements: Omega-3 Fatty Acids and Cardiovascular Disease (pdf file)
    effectivehealthcare.ahrq.gov/sites/default/files/pdf/transparency-omega-3_research-protocol.pdf
    September 02, 2016 - For newly found studies, we will record additional data and assess their risk of bias. … Results data for only the longest- reported followup time in the registry record will be extracted. … , the additional information in the registry records pertains to their design (if the registry record … includes protocol information) or their findings (if the record includes results). … When results are reported in registry records, we will describe whether registry records and publications

36. AHRQ Slide Template 2019-Widescreen
    effectivehealthcare.ahrq.gov/sites/default/files/wysiwyg/pdf/mhs-IV-epc-grand-rounds-slides.pptx
    January 01, 2023 - Organizational leadership: opioid stewardship committees, clinical decision support or electronic health record … policies within a healthcare facility or healthcare system Clinical decision support or electronic health record … Clinical accountability Peer comparison 1 RCT 27 Clinical Decision Support or Electronic Health Record … Primary Studies Strength of Evidence and Key Findings Clinical decision support or electronic health record … Method Checklists I-PASS tool Computer-assisted programs Modules embedded within electronic health records

37. Adverse Events Associated with COVID-19 Pharmaceutical Treatments (pdf file)
    effectivehealthcare.ahrq.gov/sites/default/files/related_files/COVID-19-pharmaceutical-treatments.pdf
    December 23, 2023 - abbreviated format only (e.g., conference abstract rather than in a journal publication, trial record … Publications reporting on the same participants will be consolidated into one study record. … We will maintain a record of studies excluded at the full-text level with reasons for exclusion.

38. Medical Therapies for Locally Advanced Gastric Adenocarcinoma (pdf file)
    effectivehealthcare.ahrq.gov/sites/default/files/related_files/gastric-cancers-protocol.pdf
    January 01, 2024 - We will screen identified records using prespecified criteria to guide study selection. … This process sorts the records so that the most likely inclusions are presented first, facilitating … As human screeners dual-screen each 2% subset of the total records, the AI will iteratively re-order … the records, incorporating information from newly identified inclusions or exclusions. … the AI to make screening decisions for a subset of records.

39. Living Systematic Review on Cannabis and Other Plant-Based Treatments for Chronic Pain: 2023 Update -- Surveillance Report 2 (pdf file)
    effectivehealthcare.ahrq.gov/sites/default/files/related_files/cannabis-2023-update-surv-rep-2.pdf
    January 01, 2023 - Literature flow diagram Note: Numbers in parentheses indicate all records identified up to the 2023 … Numbers in brackets indicate the number of records identified since the systematic review was completed

40. Medical Therapies for Locally Advanced Gastric Adenocarcinoma (pdf file)
    effectivehealthcare.ahrq.gov/sites/default/files/related_files/gastric-cancers-protocol-amended.pdf
    February 07, 2025 - We will screen identified records using prespecified criteria to guide study selection. … This process sorts the records so that the most likely inclusions are presented first, facilitating … As human screeners dual-screen each 2% subset of the total records, the AI will iteratively re-order … the records, incorporating information from newly identified inclusions or exclusions. … the AI to make screening decisions for a subset of records.